Probability and Statistics for Machine Learning and Data Science
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This page collects my lecture notes and learning materials in probability, statistics, and applied statistical modeling for machine learning and data science.
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This page collects my lecture notes and learning materials in probability, statistics, and applied statistical modeling for machine learning and data science.
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This page gathers my projects and lecture notes on optimization, with a particular focus on concepts and algorithms that are essential in machine learning, data science, and operations research.
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This page collects my projects, notes, and implementations for learning and reviewing the linear algebra foundations behind modern machine learning and data science.
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This page gathers my lesson plans, study notes, and recommended materials for learning English in a structured and effective way.